Rishitha Reddy K

About

Data/ML engineer with experience across pharma (Dr. Reddy Laboratories) and financial services (Cincinnati Financial, Capital One), building production NLP and entity-resolution systems that connect messy unstructured text with enterprise SQL data. Delivered semantic search with BERT + vector DB and domain fine-tuning (reported ~35% relevance lift), and builds robust pipelines using Airflow/dbt/Spark with strong validation, monitoring, and stakeholder-aligned rollout practices.

Key Strengths

• Built NLP pipeline to extract medical entities from thousands of unstructured adverse event reports
• Integrated unstructured text with structured clinical/manufacturing data using fuzzy matching and validation checks
• Designed entity resolution framework with confidence scoring and analyst-in-the-loop review
• Implemented semantic search using BERT embeddings + vector database; improved relevance ~35% via fine-tuning
• Production-grade data workflow engineering (Airflow/dbt/Spark) with testing, schema contracts, monitoring, and resilience patterns
• Balanced experimentation vs delivery with clear go/no-go metrics (e.g., +10% recall threshold) and coordinated production rollout

Experience

Education

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